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» Using Gaussian Processes to Optimize Expensive Functions
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SIGMOD
2000
ACM
133views Database» more  SIGMOD 2000»
15 years 5 months ago
Data Mining on an OLTP System (Nearly) for Free
This paper proposes a scheme for scheduling disk requests that takes advantage of the ability of high-level functions to operate directly at individual disk drives. We show that s...
Erik Riedel, Christos Faloutsos, Gregory R. Ganger...
ARESEC
2011
117views more  ARESEC 2011»
14 years 1 months ago
Non-Parallelizable and Non-Interactive Client Puzzles from Modular Square Roots
—Denial of Service (DoS) attacks aiming to exhaust the resources of a server by overwhelming it with bogus requests have become a serious threat. Especially protocols that rely o...
Yves Igor Jerschow, Martin Mauve
KDD
2009
ACM
191views Data Mining» more  KDD 2009»
15 years 5 months ago
Improving data mining utility with projective sampling
Overall performance of the data mining process depends not just on the value of the induced knowledge but also on various costs of the process itself such as the cost of acquiring...
Mark Last
FOCI
2007
IEEE
15 years 7 months ago
Almost All Learning Machines are Singular
— A learning machine is called singular if its Fisher information matrix is singular. Almost all learning machines used in information processing are singular, for example, layer...
Sumio Watanabe
DSN
2002
IEEE
15 years 6 months ago
Detecting Processor Hardware Faults by Means of Automatically Generated Virtual Duplex Systems
A virtual duplex system (VDS) can be used to increase safety without the use of structural redundancy on a single machine. If a deterministic program P is calculating a given func...
Markus Jochim